{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Week1-进阶作业"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 问题描述"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "1. 在计算机上安装OpenCV 3.0以上版本，为后续作业准备。开发语言可采用C++或Python。 \n",
    "2. 创建第一个视觉程序“Hello，world！”，显示Lena图片。具体效果参看课程PPT。 \n",
    "3. 对Lena图像，分解得到RGB分量及HSV分量，显示各分量，并对结果进行比较说明。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(([], <a list of 0 Text major ticklabel objects>),\n",
       " ([], <a list of 0 Text major ticklabel objects>))"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import cv2 as cv\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 图像读取\n",
    "img_grayscale = cv.imread(\"lena.jpg\", 0)\n",
    "img_color = cv.imread(\"lena.jpg\", 1)\n",
    "\n",
    "# 显示图像\n",
    "plt.figure()\n",
    "plt.subplot(121)\n",
    "plt.title(\"gray\")\n",
    "plt.imshow(img_grayscale, cmap='gray', vmin=0, vmax=255)\n",
    "plt.xticks([]), plt.yticks([]) \n",
    "plt.subplot(122)\n",
    "plt.title(\"color\")\n",
    "plt.imshow(img_color[..., ::-1])\n",
    "plt.xticks([]), plt.yticks([]) \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "##### 通道分离\n",
    "img_bgr = cv.imread(\"lena.jpg\", 1)\n",
    "img_hsv = cv.cvtColor(img_bgr, cv.COLOR_BGR2HSV)\n",
    "b, g, r = cv.split(img_color)\n",
    "h, s, v = cv.split(img_hsv)\n",
    "imgs= {\"R\": r, \"G\": g, \"B\": b, \"H\": h, \"S\": s, \"V\": v}\n",
    "plt.figure()\n",
    "for i, (key, val) in enumerate(imgs.items()):\n",
    "    plt.subplot(2, 3, i+1)\n",
    "    plt.title(key)\n",
    "    plt.imshow(val, cmap='gray', vmin=0, vmax=255)\n",
    "    plt.xticks([])\n",
    "    plt.yticks([])"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
